{"id":"W6960682190","doi":"10.14288/1.0449664","title":"Kaska Lessons 6 and 7 : Giving and Receiving Directions : Buildings in Town","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Language industry; Field (mathematics); First language","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004713604,0.00005759653,0.0001282979,0.000154983,0.005581616,0.00111457,0.0001191316,0.00006015853,0.0002987185],"category_scores_gemma":[0.0002036942,0.0000571207,0.00002511701,0.002233718,0.0001583644,0.0003283395,0.0001422365,0.0001112259,6.465579e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001015131,"about_ca_system_score_gemma":0.0001819849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08730543,"about_ca_topic_score_gemma":0.349714,"domain_scores_codex":[0.9993579,0.00009689503,0.0001165344,0.00020848,0.00006720918,0.0001529492],"domain_scores_gemma":[0.9996345,0.000167438,0.00002713022,0.00007507864,0.00003808967,0.0000577708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007654373,0.0007726509,0.09528144,0.00008680118,0.0006600312,0.00001864513,0.0674625,0.0003583367,0.001615458,0.1282711,0.5046943,0.2007022],"study_design_scores_gemma":[0.0002410232,0.00000848145,0.01422659,0.00008914911,0.00004708871,0.00000172428,0.007270329,0.0001464426,0.0000511324,0.009600173,0.968186,0.0001318652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02858506,0.0003390708,0.0001704726,0.01876422,0.0002488791,0.0002960005,0.000004662409,0.00003859933,0.951553],"genre_scores_gemma":[0.3621503,0.0004330088,0.0002979722,0.0000699877,0.00002904855,0.00004280256,2.759242e-7,0.00000248441,0.6369742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4634917,"threshold_uncertainty_score":0.9999224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627150710240526,"score_gpt":0.3194931628054706,"score_spread":0.3032216557030653,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}